Pandas Profiling Report

Dataset statistics

Number of variables	29
Number of observations	3727
Missing cells	7
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	844.5 KiB
Average record size in memory	232.0 B

Variable types

Categorical	2
Numeric	27

Alerts

`T_REC` has a high cardinality: 3727 distinct values	High cardinality
`Longitude` is highly correlated with `EPSZ` and 7 other fields	High correlation
`TOTUSJH` is highly correlated with `FlareNumber` and 14 other fields	High correlation
`TOTBSQ` is highly correlated with `FlareNumber` and 13 other fields	High correlation
`TOTPOT` is highly correlated with `FlareNumber` and 12 other fields	High correlation
`TOTUSJZ` is highly correlated with `FlareNumber` and 14 other fields	High correlation
`ABSNJZH` is highly correlated with `FlareNumber` and 8 other fields	High correlation
`SAVNCPP` is highly correlated with `FlareNumber` and 12 other fields	High correlation
`USFLUX` is highly correlated with `FlareNumber` and 11 other fields	High correlation
`AREA_ACR` is highly correlated with `FlareNumber` and 15 other fields	High correlation
`TOTFZ` is highly correlated with `TOTUSJH` and 8 other fields	High correlation
`MEANPOT` is highly correlated with `FlareNumber` and 13 other fields	High correlation
`R_VALUE` is highly correlated with `FlareNumber` and 14 other fields	High correlation
`EPSZ` is highly correlated with `Longitude` and 8 other fields	High correlation
`SHRGT45` is highly correlated with `FlareNumber` and 11 other fields	High correlation
`MEANSHR` is highly correlated with `FlareNumber` and 13 other fields	High correlation
`MEANGAM` is highly correlated with `FlareNumber` and 11 other fields	High correlation
`MEANGBT` is highly correlated with `Longitude` and 6 other fields	High correlation
`MEANGBZ` is highly correlated with `Longitude` and 6 other fields	High correlation
`MEANGBH` is highly correlated with `Longitude` and 7 other fields	High correlation
`MEANJZH` is highly correlated with `ABSNJZH` and 3 other fields	High correlation
`TOTFY` is highly correlated with `FlareNumber` and 10 other fields	High correlation
`MEANALP` is highly correlated with `MEANJZH` and 1 other fields	High correlation
`TOTFX` is highly correlated with `FlareNumber` and 11 other fields	High correlation
`EPSY` is highly correlated with `Longitude` and 3 other fields	High correlation
`EPSX` is highly correlated with `FlareNumber` and 8 other fields	High correlation
`FlareNumber` is highly correlated with `TOTUSJH` and 15 other fields	High correlation
`MEANJZD` is highly correlated with `MEANJZH` and 1 other fields	High correlation
`T_REC` is uniformly distributed	Uniform
`T_REC` has unique values	Unique
`TOTPOT` has unique values	Unique
`TOTUSJZ` has unique values	Unique
`SAVNCPP` has unique values	Unique
`AREA_ACR` has unique values	Unique
`R_VALUE` has 1310 (35.1%) zeros	Zeros
`SHRGT45` has 135 (3.6%) zeros	Zeros

Reproduction

Analysis started	2022-10-01 23:06:31.476779
Analysis finished	2022-10-01 23:07:40.251176
Duration	1 minute and 8.77 seconds
Software version	pandas-profiling v3.3.0
Download configuration	config.json

T_REC
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	3727
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	29.2 KiB

2010-05-01 23:48:00	1
2016-03-12 23:48:00	1
2016-03-04 23:48:00	1
2016-03-05 10:00:00	1
2016-03-05 23:12:00	1
Other values (3722)	3722

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	70813
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3727 ?
Unique (%)	100.0%

Sample

1st row	2010-05-01 23:48:00
2nd row	2010-05-02 23:48:00
3rd row	2010-05-03 23:48:00
4th row	2010-05-04 23:48:00
5th row	2010-05-05 08:36:00

Common Values

Value	Count	Frequency (%)
2010-05-01 23:48:00	1	< 0.1%
2016-03-12 23:48:00	1	< 0.1%
2016-03-04 23:48:00	1	< 0.1%
2016-03-05 10:00:00	1	< 0.1%
2016-03-05 23:12:00	1	< 0.1%
2016-03-05 23:48:00	1	< 0.1%
2016-03-06 12:24:00	1	< 0.1%
2016-03-06 23:48:00	1	< 0.1%
2016-03-07 23:48:00	1	< 0.1%
2016-03-08 03:48:00	1	< 0.1%
Other values (3717)	3717	99.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
23:48:00	2706	36.3%
23:12:00	33	0.4%
23:36:00	18	0.2%
11:24:00	17	0.2%
23:24:00	16	0.2%
21:36:00	16	0.2%
19:48:00	16	0.2%
04:24:00	16	0.2%
21:12:00	16	0.2%
23:00:00	15	0.2%
Other values (2927)	4585	61.5%

Most occurring characters

Value	Count	Frequency (%)
0	16911	23.9%
2	9874	13.9%
1	8175	11.5%
-	7454	10.5%
:	7454	10.5%
3	4461	6.3%
4	4361	6.2%
8	3802	5.4%
	3727	5.3%
6	1339	1.9%
Other values (3)	3255	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	52178	73.7%
Dash Punctuation	7454	10.5%
Other Punctuation	7454	10.5%
Space Separator	3727	5.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	16911	32.4%
2	9874	18.9%
1	8175	15.7%
3	4461	8.5%
4	4361	8.4%
8	3802	7.3%
6	1339	2.6%
5	1336	2.6%
7	1074	2.1%
9	845	1.6%

Dash Punctuation

Value	Count	Frequency (%)
-	7454	100.0%

Other Punctuation

Value	Count	Frequency (%)
:	7454	100.0%

Space Separator

Value	Count	Frequency (%)
	3727	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	70813	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	16911	23.9%
2	9874	13.9%
1	8175	11.5%
-	7454	10.5%
:	7454	10.5%
3	4461	6.3%
4	4361	6.2%
8	3802	5.4%
	3727	5.3%
6	1339	1.9%
Other values (3)	3255	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	70813	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	16911	23.9%
2	9874	13.9%
1	8175	11.5%
-	7454	10.5%
:	7454	10.5%
3	4461	6.3%
4	4361	6.2%
8	3802	5.4%
	3727	5.3%
6	1339	1.9%
Other values (3)	3255	4.6%

FlareNumber
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	29.2 KiB

0	3349
1	378

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3727
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	3349	89.9%
1	378	10.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	3349	89.9%
1	378	10.1%

Most occurring characters

Value	Count	Frequency (%)
0	3349	89.9%
1	378	10.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3727	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3349	89.9%
1	378	10.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	3727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3349	89.9%
1	378	10.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3349	89.9%
1	378	10.1%

Longitude
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	71
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.28709418

Minimum	0
Maximum	70
Zeros	32
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	29.2 KiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	18
median	35
Q3	50
95-th percentile	64
Maximum	70
Range	70
Interquartile range (IQR)	32

Descriptive statistics

Standard deviation	18.90301269
Coefficient of variation (CV)	0.5513156813
Kurtosis	-1.09945017
Mean	34.28709418
Median Absolute Deviation (MAD)	16
Skewness	-0.05855492217
Sum	127788
Variance	357.3238887
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
49	77	2.1%
23	76	2.0%
51	76	2.0%
17	74	2.0%
52	72	1.9%
46	69	1.9%
42	69	1.9%
48	68	1.8%
36	68	1.8%
44	67	1.8%
Other values (61)	3011	80.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	32	0.9%
1	48	1.3%
2	50	1.3%
3	49	1.3%
4	57	1.5%
5	45	1.2%
6	33	0.9%
7	45	1.2%
8	42	1.1%
9	65	1.7%

Value	Count	Frequency (%)
70	19	0.5%
69	26	0.7%
68	16	0.4%
67	26	0.7%
66	36	1.0%
65	33	0.9%
64	42	1.1%
63	34	0.9%
62	44	1.2%
61	43	1.2%

Latitude
Real number (ℝ_≥0)

Distinct	40
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.86745372

Minimum	1
Maximum	42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.2 KiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	9
median	13
Q3	18
95-th percentile	25
Maximum	42
Range	41
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	6.485884631
Coefficient of variation (CV)	0.4677055185
Kurtosis	0.5511414618
Mean	13.86745372
Median Absolute Deviation (MAD)	4
Skewness	0.609361255
Sum	51684
Variance	42.06669945
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
12	272	7.3%
13	243	6.5%
17	224	6.0%
8	218	5.8%
16	212	5.7%
18	210	5.6%
15	206	5.5%
9	204	5.5%
14	177	4.7%
10	177	4.7%
Other values (30)	1584	42.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	13	0.3%
2	29	0.8%
3	71	1.9%
4	100	2.7%
5	105	2.8%
6	135	3.6%
7	174	4.7%
8	218	5.8%
9	204	5.5%
10	177	4.7%

Value	Count	Frequency (%)
42	1	< 0.1%
41	5	0.1%
40	1	< 0.1%
39	3	0.1%
38	3	0.1%
37	2	0.1%
35	1	< 0.1%
33	4	0.1%
32	16	0.4%
31	16	0.4%

TOTUSJH
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	3714
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	851.9563681

Minimum	0.001
Maximum	14168.645
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.2 KiB

Quantile statistics

Minimum	0.001
5-th percentile	17.1236
Q1	85.263
median	345.54
Q3	991.385
95-th percentile	3463.3005
Maximum	14168.645
Range	14168.644
Interquartile range (IQR)	906.122

Descriptive statistics

Standard deviation	1383.801404
Coefficient of variation (CV)	1.624263232
Kurtosis	21.30024718
Mean	851.9563681
Median Absolute Deviation (MAD)	301.048
Skewness	3.819320909
Sum	3175241.384
Variance	1914906.326
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
702.802	2	0.1%
37.489	2	0.1%
29.106	2	0.1%
3.153	2	0.1%
4.66	2	0.1%
9.304	2	0.1%
80.381	2	0.1%
25.321	2	0.1%
35.024	2	0.1%
11.894	2	0.1%
Other values (3704)	3707	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.001	1	< 0.1%
0.059	1	< 0.1%
0.207	1	< 0.1%
0.518	1	< 0.1%
1.543	1	< 0.1%
1.652	1	< 0.1%
1.944	1	< 0.1%
1.946	1	< 0.1%
2.199	1	< 0.1%
2.224	1	< 0.1%

Value	Count	Frequency (%)
14168.645	1	< 0.1%
14084.655	1	< 0.1%
13208.293	1	< 0.1%
13126.758	1	< 0.1%
12715.711	1	< 0.1%
12277.075	1	< 0.1%
11696.302	1	< 0.1%
11628.828	1	< 0.1%
11425.669	1	< 0.1%
10557.475	1	< 0.1%

TOTBSQ
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	3665
Distinct (%)	98.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.771354653 × 10¹⁰

Minimum	113430000
Maximum	2.7827 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.2 KiB

Quantile statistics

Minimum	113430000
5-th percentile	804812000
Q1	3332600000
median	9429200000
Q3	2.2252 × 10¹⁰
95-th percentile	6.29222 × 10¹⁰
Maximum	2.7827 × 10¹¹
Range	2.7815657 × 10¹¹
Interquartile range (IQR)	1.89194 × 10¹⁰

Descriptive statistics

Standard deviation	2.483628719 × 10¹⁰
Coefficient of variation (CV)	1.402106977
Kurtosis	25.74617642
Mean	1.771354653 × 10¹⁰
Median Absolute Deviation (MAD)	7241600000
Skewness	4.00090351
Sum	6.601838793 × 10¹³
Variance	6.168411612 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.7908 × 10¹⁰	2	0.1%
8466600000	2	0.1%
1.0625 × 10¹⁰	2	0.1%
4147700000	2	0.1%
1.8929 × 10¹⁰	2	0.1%
1.1885 × 10¹⁰	2	0.1%
1.336 × 10¹⁰	2	0.1%
1.912 × 10¹⁰	2	0.1%
2.2483 × 10¹⁰	2	0.1%
1.3676 × 10¹⁰	2	0.1%
Other values (3655)	3707	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
113430000	1	< 0.1%
128370000	1	< 0.1%
130140000	1	< 0.1%
146260000	1	< 0.1%
162400000	1	< 0.1%
169710000	1	< 0.1%
184010000	1	< 0.1%
193670000	1	< 0.1%
194340000	1	< 0.1%
197680000	1	< 0.1%

Value	Count	Frequency (%)
2.7827 × 10¹¹	1	< 0.1%
2.7806 × 10¹¹	1	< 0.1%
2.6416 × 10¹¹	1	< 0.1%
2.6049 × 10¹¹	1	< 0.1%
2.4621 × 10¹¹	1	< 0.1%
2.4588 × 10¹¹	1	< 0.1%
2.3945 × 10¹¹	1	< 0.1%
2.2268 × 10¹¹	1	< 0.1%
2.1074 × 10¹¹	1	< 0.1%
2.0392 × 10¹¹	1	< 0.1%

TOTPOT
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	3727
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.026350919 × 10²³

Minimum	5.867828 × 10¹⁷
Maximum	5.272885 × 10²⁴
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.2 KiB

Quantile statistics

Minimum	5.867828 × 10¹⁷
5-th percentile	9.4416034 × 10²⁰
Q1	5.319938 × 10²¹
median	4.305991 × 10²²
Q3	2.0127205 × 10²³
95-th percentile	9.8827236 × 10²³
Maximum	5.272885 × 10²⁴
Range	5.272884413 × 10²⁴
Interquartile range (IQR)	1.95952112 × 10²³

Descriptive statistics

Standard deviation	4.323295082 × 10²³
Coefficient of variation (CV)	2.133537208
Kurtosis	43.22228808
Mean	2.026350919 × 10²³
Median Absolute Deviation (MAD)	4.1515575 × 10²²
Skewness	5.364046992
Sum	7.552209874 × 10²⁶
Variance	1.869088036 × 10⁴⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.596094 × 10²¹	1	< 0.1%
3.851285 × 10²²	1	< 0.1%
9.527627 × 10²²	1	< 0.1%
8.739421 × 10¹⁹	1	< 0.1%
8.248724 × 10²⁰	1	< 0.1%
2.992537 × 10²²	1	< 0.1%
3.43613 × 10²⁰	1	< 0.1%
1.780587 × 10²²	1	< 0.1%
1.301411 × 10²²	1	< 0.1%
2.643897 × 10²¹	1	< 0.1%
Other values (3717)	3717	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.867828 × 10¹⁷	1	< 0.1%
5.911002 × 10¹⁷	1	< 0.1%
3.276758 × 10¹⁸	1	< 0.1%
3.212924 × 10¹⁹	1	< 0.1%
4.179853 × 10¹⁹	1	< 0.1%
7.375367 × 10¹⁹	1	< 0.1%
7.417502 × 10¹⁹	1	< 0.1%
7.829519 × 10¹⁹	1	< 0.1%
8.585172 × 10¹⁹	1	< 0.1%
8.686111 × 10¹⁹	1	< 0.1%

Value	Count	Frequency (%)
5.272885 × 10²⁴	1	< 0.1%
5.182794 × 10²⁴	1	< 0.1%
5.170334 × 10²⁴	1	< 0.1%
4.994117 × 10²⁴	1	< 0.1%
4.962371 × 10²⁴	1	< 0.1%
4.923711 × 10²⁴	1	< 0.1%
4.905265 × 10²⁴	1	< 0.1%
4.567814 × 10²⁴	1	< 0.1%
4.357377 × 10²⁴	1	< 0.1%
3.677566 × 10²⁴	1	< 0.1%

TOTUSJZ
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	3727
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.665797926 × 10¹³

Minimum	38714830
Maximum	2.358938 × 10¹⁴
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.2 KiB

Quantile statistics

Minimum	38714830
5-th percentile	3.7563336 × 10¹¹
Q1	1.8116325 × 10¹²
median	7.425549 × 10¹²
Q3	2.079568 × 10¹³
95-th percentile	6.4592755 × 10¹³
Maximum	2.358938 × 10¹⁴
Range	2.358937613 × 10¹⁴
Interquartile range (IQR)	1.89840475 × 10¹³

Descriptive statistics

Standard deviation	2.455136354 × 10¹³
Coefficient of variation (CV)	1.473850049
Kurtosis	17.07055125
Mean	1.665797926 × 10¹³
Median Absolute Deviation (MAD)	6.4486822 × 10¹²
Skewness	3.319357784
Sum	6.208428869 × 10¹⁶
Variance	6.027694516 × 10²⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.204115 × 10¹²	1	< 0.1%
2.597413 × 10¹²	1	< 0.1%
8.09395 × 10¹²	1	< 0.1%
7.154273 × 10¹⁰	1	< 0.1%
2.934025 × 10¹¹	1	< 0.1%
8.986319 × 10¹²	1	< 0.1%
1.474432 × 10¹¹	1	< 0.1%
7.152552 × 10¹²	1	< 0.1%
6.482789 × 10¹²	1	< 0.1%
1.294429 × 10¹²	1	< 0.1%
Other values (3717)	3717	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
38714830	1	< 0.1%
1270051000	1	< 0.1%
4708133000	1	< 0.1%
1.692158 × 10¹⁰	1	< 0.1%
2.500617 × 10¹⁰	1	< 0.1%
3.679855 × 10¹⁰	1	< 0.1%
3.696935 × 10¹⁰	1	< 0.1%
4.459096 × 10¹⁰	1	< 0.1%
4.480426 × 10¹⁰	1	< 0.1%
4.807675 × 10¹⁰	1	< 0.1%

Value	Count	Frequency (%)
2.358938 × 10¹⁴	1	< 0.1%
2.357293 × 10¹⁴	1	< 0.1%
2.309252 × 10¹⁴	1	< 0.1%
2.299806 × 10¹⁴	1	< 0.1%
2.290698 × 10¹⁴	1	< 0.1%
2.236025 × 10¹⁴	1	< 0.1%
2.158143 × 10¹⁴	1	< 0.1%
2.133487 × 10¹⁴	1	< 0.1%
2.11679 × 10¹⁴	1	< 0.1%
1.768718 × 10¹⁴	1	< 0.1%

ABSNJZH
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	3596
Distinct (%)	96.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	113.7567813

Minimum	0.001
Maximum	3780.548
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.2 KiB

Quantile statistics

Minimum	0.001
5-th percentile	0.8163
Q1	5.6205
median	21.749
Q3	79.882
95-th percentile	552.0724
Maximum	3780.548
Range	3780.547
Interquartile range (IQR)	74.2615

Descriptive statistics

Standard deviation	286.976964
Coefficient of variation (CV)	2.522724014
Kurtosis	37.8894537
Mean	113.7567813
Median Absolute Deviation (MAD)	19.518
Skewness	5.4002321
Sum	423971.524
Variance	82355.77787
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.438	4	0.1%
13.145	3	0.1%
0.22	3	0.1%
2.607	3	0.1%
0.38	3	0.1%
9.037	3	0.1%
4.072	3	0.1%
21.913	2	0.1%
2.697	2	0.1%
15.279	2	0.1%
Other values (3586)	3699	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.001	1	< 0.1%
0.01	1	< 0.1%
0.018	1	< 0.1%
0.021	2	0.1%
0.043	1	< 0.1%
0.054	1	< 0.1%
0.055	1	< 0.1%
0.059	1	< 0.1%
0.06	1	< 0.1%
0.063	1	< 0.1%

Value	Count	Frequency (%)
3780.548	1	< 0.1%
2919.786	1	< 0.1%
2877.928	1	< 0.1%
2840.582	1	< 0.1%
2815.623	1	< 0.1%
2770.113	1	< 0.1%
2742.282	1	< 0.1%
2693.686	1	< 0.1%
2606.652	1	< 0.1%
2579.513	1	< 0.1%

SAVNCPP
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	3727
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.644977056 × 10¹²

Minimum	150976600
Maximum	9.827055 × 10¹³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.2 KiB

Quantile statistics

Minimum	150976600
5-th percentile	8.818405 × 10¹⁰
Q1	4.931213 × 10¹¹
median	1.42097 × 10¹²
Q3	3.9442405 × 10¹²
95-th percentile	2.0698243 × 10¹³
Maximum	9.827055 × 10¹³
Range	9.827039902 × 10¹³
Interquartile range (IQR)	3.4511192 × 10¹²

Descriptive statistics

Standard deviation	9.752877137 × 10¹²
Coefficient of variation (CV)	2.099660993
Kurtosis	26.61492644
Mean	4.644977056 × 10¹²
Median Absolute Deviation (MAD)	1.1579154 × 10¹²
Skewness	4.623020854
Sum	1.731182949 × 10¹⁶
Variance	9.511861245 × 10²⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.928427 × 10¹¹	1	< 0.1%
2.048421 × 10¹¹	1	< 0.1%
1.433059 × 10¹²	1	< 0.1%
9.174701 × 10¹⁰	1	< 0.1%
7.788269 × 10¹⁰	1	< 0.1%
3.218395 × 10¹²	1	< 0.1%
3.570668 × 10¹⁰	1	< 0.1%
3.029582 × 10¹²	1	< 0.1%
1.799094 × 10¹²	1	< 0.1%
4.458439 × 10¹¹	1	< 0.1%
Other values (3717)	3717	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
150976600	1	< 0.1%
214061600	1	< 0.1%
252777900	1	< 0.1%
872543000	1	< 0.1%
1126303000	1	< 0.1%
1448487000	1	< 0.1%
1504490000	1	< 0.1%
1585339000	1	< 0.1%
2645463000	1	< 0.1%
3525578000	1	< 0.1%

Value	Count	Frequency (%)
9.827055 × 10¹³	1	< 0.1%
9.495076 × 10¹³	1	< 0.1%
9.043536 × 10¹³	1	< 0.1%
8.877603 × 10¹³	1	< 0.1%
8.757928 × 10¹³	1	< 0.1%
8.247506 × 10¹³	1	< 0.1%
8.242058 × 10¹³	1	< 0.1%
8.088022 × 10¹³	1	< 0.1%
7.941263 × 10¹³	1	< 0.1%
7.913696 × 10¹³	1	< 0.1%

USFLUX
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	3726
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.244271254 × 10²²

Minimum	4.492906 × 10¹⁷
Maximum	1.965451 × 10²³
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.2 KiB

Quantile statistics

Minimum	4.492906 × 10¹⁷
5-th percentile	2.9070689 × 10²⁰
Q1	1.730387 × 10²¹
median	6.302134 × 10²¹
Q3	1.693249 × 10²²
95-th percentile	4.4194159 × 10²²
Maximum	1.965451 × 10²³
Range	1.965446507 × 10²³
Interquartile range (IQR)	1.5202103 × 10²²

Descriptive statistics

Standard deviation	1.707679593 × 10²²
Coefficient of variation (CV)	1.372433533
Kurtosis	22.86917719
Mean	1.244271254 × 10²²
Median Absolute Deviation (MAD)	5.3261437 × 10²¹
Skewness	3.588916169
Sum	4.637398965 × 10²⁵
Variance	2.916169593 × 10⁴⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.63051 × 10²²	2	0.1%
7.739207 × 10²⁰	1	< 0.1%
3.206414 × 10²¹	1	< 0.1%
1.132573 × 10²²	1	< 0.1%
3.353949 × 10¹⁹	1	< 0.1%
3.426511 × 10²⁰	1	< 0.1%
5.098888 × 10²¹	1	< 0.1%
8.507968 × 10¹⁹	1	< 0.1%
3.814748 × 10²¹	1	< 0.1%
2.955288 × 10²¹	1	< 0.1%
Other values (3716)	3716	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.492906 × 10¹⁷	1	< 0.1%
1.212279 × 10¹⁸	1	< 0.1%
2.350997 × 10¹⁸	1	< 0.1%
7.791399 × 10¹⁸	1	< 0.1%
1.935181 × 10¹⁹	1	< 0.1%
2.316916 × 10¹⁹	1	< 0.1%
2.443592 × 10¹⁹	1	< 0.1%
2.52648 × 10¹⁹	1	< 0.1%
2.583952 × 10¹⁹	1	< 0.1%
3.353949 × 10¹⁹	1	< 0.1%

Value	Count	Frequency (%)
1.965451 × 10²³	1	< 0.1%
1.963436 × 10²³	1	< 0.1%
1.962571 × 10²³	1	< 0.1%
1.846904 × 10²³	1	< 0.1%
1.631863 × 10²³	1	< 0.1%
1.496241 × 10²³	1	< 0.1%
1.428839 × 10²³	1	< 0.1%
1.388779 × 10²³	1	< 0.1%
1.337911 × 10²³	1	< 0.1%
1.322495 × 10²³	1	< 0.1%

AREA_ACR
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	3727
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	498.6545148

Minimum	0.194757
Maximum	7153.522461
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.2 KiB

Quantile statistics

Minimum	0.194757
5-th percentile	13.8918154
Q1	53.4975145
median	246.746078
Q3	667.4351805
95-th percentile	1810.873193
Maximum	7153.522461
Range	7153.327704
Interquartile range (IQR)	613.937666

Descriptive statistics

Standard deviation	700.6717441
Coefficient of variation (CV)	1.405124637
Kurtosis	18.92976501
Mean	498.6545148
Median Absolute Deviation (MAD)	224.661607
Skewness	3.386127769
Sum	1858485.377
Variance	490940.893
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
84.971283	1	< 0.1%
73.054314	1	< 0.1%
270.105286	1	< 0.1%
12.473305	1	< 0.1%
12.857589	1	< 0.1%
479.032166	1	< 0.1%
7.151668	1	< 0.1%
465.059235	1	< 0.1%
388.549011	1	< 0.1%
19.892115	1	< 0.1%
Other values (3717)	3717	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.194757	1	< 0.1%
0.354754	1	< 0.1%
0.801969	1	< 0.1%
0.921344	1	< 0.1%
1.607904	1	< 0.1%
1.656896	1	< 0.1%
1.705527	1	< 0.1%
2.211069	1	< 0.1%
2.229779	1	< 0.1%
2.324343	1	< 0.1%

Value	Count	Frequency (%)
7153.522461	1	< 0.1%
7052.92334	1	< 0.1%
6866.032227	1	< 0.1%
6808.194824	1	< 0.1%
6490.651367	1	< 0.1%
6490.562012	1	< 0.1%
6486.586426	1	< 0.1%
6143.253418	1	< 0.1%
5911.492188	1	< 0.1%
5469.92041	1	< 0.1%

TOTFZ
Real number (ℝ)

HIGH CORRELATION

Distinct	3672
Distinct (%)	98.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1875.863086

Minimum	-29738
Maximum	2396.4
Zeros	0
Zeros (%)	0.0%
Negative	3440
Negative (%)	92.3%
Memory size	29.2 KiB

Quantile statistics

Minimum	-29738
5-th percentile	-6769.21
Q1	-2514
median	-1022.3
Q3	-283.165
95-th percentile	32.5958
Maximum	2396.4
Range	32134.4
Interquartile range (IQR)	2230.835

Descriptive statistics

Standard deviation	2509.059109
Coefficient of variation (CV)	-1.337549168
Kurtosis	16.37477136
Mean	-1875.863086
Median Absolute Deviation (MAD)	894.87
Skewness	-3.048544981
Sum	-6991341.721
Variance	6295377.615
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1579.6	3	0.1%
-1442.8	2	0.1%
-1218.1	2	0.1%
-6721	2	0.1%
-1209.9	2	0.1%
-854.69	2	0.1%
-2771.7	2	0.1%
-1264.9	2	0.1%
-189.77	2	0.1%
-1266.3	2	0.1%
Other values (3662)	3706	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-29738	1	< 0.1%
-28221	1	< 0.1%
-27140	1	< 0.1%
-20268	1	< 0.1%
-18598	1	< 0.1%
-18292	1	< 0.1%
-17659	1	< 0.1%
-17414	1	< 0.1%
-17129	1	< 0.1%
-17062	1	< 0.1%

Value	Count	Frequency (%)
2396.4	1	< 0.1%
2341.4	1	< 0.1%
1689.9	1	< 0.1%
1474.4	1	< 0.1%
816.67	1	< 0.1%
764.57	1	< 0.1%
759.89	1	< 0.1%
714.25	1	< 0.1%
706.03	1	< 0.1%
652.68	1	< 0.1%

MEANPOT
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	3726
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4932.809133

Minimum	111.2727
Maximum	25649.41
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.2 KiB

Quantile statistics

Minimum	111.2727
5-th percentile	841.82118
Q1	1485.0485
median	2801.038
Q3	7308.941
95-th percentile	14907.432
Maximum	25649.41
Range	25538.1373
Interquartile range (IQR)	5823.8925

Descriptive statistics

Standard deviation	4696.602982
Coefficient of variation (CV)	0.9521152868
Kurtosis	1.565781656
Mean	4932.809133
Median Absolute Deviation (MAD)	1747.478
Skewness	1.440758886
Sum	18384579.64
Variance	22058079.57
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1399.919	2	0.1%
2472.887	1	< 0.1%
1290.328	1	< 0.1%
1145.975	1	< 0.1%
2899.307	1	< 0.1%
1760.109	1	< 0.1%
2203.384	1	< 0.1%
1745.228	1	< 0.1%
747.8663	1	< 0.1%
2695.468	1	< 0.1%
Other values (3716)	3716	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
111.2727	1	< 0.1%
366.1801	1	< 0.1%
441.8399	1	< 0.1%
459.7285	1	< 0.1%
497.7827	1	< 0.1%
498.0972	1	< 0.1%
526.6805	1	< 0.1%
527.8643	1	< 0.1%
531.9084	1	< 0.1%
532.5185	1	< 0.1%

Value	Count	Frequency (%)
25649.41	1	< 0.1%
24785.14	1	< 0.1%
24524.94	1	< 0.1%
24040.44	1	< 0.1%
23743.88	1	< 0.1%
23694.44	1	< 0.1%
23594.41	1	< 0.1%
23546.86	1	< 0.1%
23260.26	1	< 0.1%
23032.51	1	< 0.1%

R_VALUE
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	1690
Distinct (%)	45.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.275632412

Minimum	0
Maximum	5.479
Zeros	1310
Zeros (%)	35.1%
Negative	0
Negative (%)	0.0%
Memory size	29.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2.84
Q3	3.7625
95-th percentile	4.7911
Maximum	5.479
Range	5.479
Interquartile range (IQR)	3.7625

Descriptive statistics

Standard deviation	1.810944325
Coefficient of variation (CV)	0.7957982647
Kurtosis	-1.524425643
Mean	2.275632412
Median Absolute Deviation (MAD)	1.335
Skewness	-0.205992093
Sum	8481.282
Variance	3.279519347
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1310	35.1%
3.723	5	0.1%
3.828	5	0.1%
3.875	5	0.1%
3.436	4	0.1%
3.464	4	0.1%
3.588	4	0.1%
3.04	4	0.1%
3.122	4	0.1%
4.191	4	0.1%
Other values (1680)	2378	63.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1310	35.1%
1.102	1	< 0.1%
1.206	1	< 0.1%
1.317	1	< 0.1%
1.407	1	< 0.1%
1.418	1	< 0.1%
1.506	1	< 0.1%
1.514	1	< 0.1%
1.53	1	< 0.1%
1.532	1	< 0.1%

Value	Count	Frequency (%)
5.479	1	< 0.1%
5.467	1	< 0.1%
5.446	1	< 0.1%
5.433	1	< 0.1%
5.426	1	< 0.1%
5.405	1	< 0.1%
5.376	1	< 0.1%
5.362	1	< 0.1%
5.36	2	0.1%
5.35	1	< 0.1%

EPSZ
Real number (ℝ)

HIGH CORRELATION

Distinct	2845
Distinct (%)	76.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.230917333

Minimum	-0.6856
Maximum	0.4231
Zeros	0
Zeros (%)	0.0%
Negative	3440
Negative (%)	92.3%
Memory size	29.2 KiB

Quantile statistics

Minimum	-0.6856
5-th percentile	-0.52988
Q1	-0.3612
median	-0.2216
Q3	-0.1004
95-th percentile	0.03307
Maximum	0.4231
Range	1.1087
Interquartile range (IQR)	0.2608

Descriptive statistics

Standard deviation	0.1757075729
Coefficient of variation (CV)	-0.760911148
Kurtosis	-0.3582859654
Mean	-0.230917333
Median Absolute Deviation (MAD)	0.1295
Skewness	-0.03125153227
Sum	-860.6289
Variance	0.03087315119
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.1034	4	0.1%
-0.2099	4	0.1%
-0.117	4	0.1%
-0.0202	4	0.1%
-0.1185	4	0.1%
-0.2155	4	0.1%
-0.0466	4	0.1%
-0.1556	4	0.1%
-0.0972	4	0.1%
-0.2042	4	0.1%
Other values (2835)	3687	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.6856	1	< 0.1%
-0.6717	1	< 0.1%
-0.6503	1	< 0.1%
-0.6499	1	< 0.1%
-0.6491	1	< 0.1%
-0.6477	1	< 0.1%
-0.6458	1	< 0.1%
-0.6446	1	< 0.1%
-0.6427	1	< 0.1%
-0.6416	1	< 0.1%

Value	Count	Frequency (%)
0.4231	1	< 0.1%
0.4005	1	< 0.1%
0.3556	1	< 0.1%
0.3551	1	< 0.1%
0.3546	1	< 0.1%
0.3185	1	< 0.1%
0.3178	1	< 0.1%
0.3091	1	< 0.1%
0.2921	1	< 0.1%
0.286	1	< 0.1%

SHRGT45
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	3309
Distinct (%)	88.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.66251677

Minimum	0
Maximum	75.313
Zeros	135
Zeros (%)	3.6%
Negative	0
Negative (%)	0.0%
Memory size	29.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0733
Q1	2.0195
median	9.572
Q3	28.875
95-th percentile	50.6566
Maximum	75.313
Range	75.313
Interquartile range (IQR)	26.8555

Descriptive statistics

Standard deviation	17.2549249
Coefficient of variation (CV)	1.03555334
Kurtosis	-0.1832775216
Mean	16.66251677
Median Absolute Deviation (MAD)	9.098
Skewness	0.936271885
Sum	62101.2
Variance	297.7324332
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	135	3.6%
0.142	6	0.2%
0.068	5	0.1%
0.03	4	0.1%
0.038	4	0.1%
2.336	4	0.1%
0.721	4	0.1%
3.333	4	0.1%
2.851	3	0.1%
4.03	3	0.1%
Other values (3299)	3555	95.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	135	3.6%
0.021	2	0.1%
0.022	1	< 0.1%
0.025	1	< 0.1%
0.027	1	< 0.1%
0.028	1	< 0.1%
0.029	1	< 0.1%
0.03	4	0.1%
0.033	1	< 0.1%
0.034	1	< 0.1%

Value	Count	Frequency (%)
75.313	1	< 0.1%
74.496	1	< 0.1%
73.148	1	< 0.1%
73.047	1	< 0.1%
71.955	1	< 0.1%
71.912	1	< 0.1%
71.682	1	< 0.1%
70.728	1	< 0.1%
70.374	1	< 0.1%
69.895	1	< 0.1%

MEANSHR
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	3481
Distinct (%)	93.6%
Missing	7
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	28.6626328

Minimum	5.451
Maximum	58.527
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.2 KiB

Quantile statistics

Minimum	5.451
5-th percentile	16.5349
Q1	21.363
median	25.796
Q3	35.692
95-th percentile	47.2276
Maximum	58.527
Range	53.076
Interquartile range (IQR)	14.329

Descriptive statistics

Standard deviation	9.641445092
Coefficient of variation (CV)	0.3363768137
Kurtosis	-0.4249382424
Mean	28.6626328
Median Absolute Deviation (MAD)	6.227
Skewness	0.6883210628
Sum	106624.994
Variance	92.95746346
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.832	4	0.1%
22.875	4	0.1%
23.991	4	0.1%
22.047	3	0.1%
18.58	3	0.1%
19.734	3	0.1%
25.304	3	0.1%
22.073	3	0.1%
22.563	3	0.1%
22.25	3	0.1%
Other values (3471)	3687	98.9%
(Missing)	7	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.451	1	< 0.1%
10.485	1	< 0.1%
12.624	1	< 0.1%
12.66	1	< 0.1%
12.679	1	< 0.1%
12.747	1	< 0.1%
12.873	1	< 0.1%
13.028	1	< 0.1%
13.099	1	< 0.1%
13.159	1	< 0.1%

Value	Count	Frequency (%)
58.527	1	< 0.1%
58.106	1	< 0.1%
57.306	1	< 0.1%
57.241	1	< 0.1%
57.068	1	< 0.1%
56.741	1	< 0.1%
56.735	1	< 0.1%
56.512	1	< 0.1%
56.296	1	< 0.1%
56.203	1	< 0.1%

MEANGAM
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	3526
Distinct (%)	94.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.46059807

Minimum	15.563
Maximum	67.693
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.2 KiB

Quantile statistics

Minimum	15.563
5-th percentile	21.6109
Q1	26.4905
median	32.981
Q3	43.3345
95-th percentile	55.9612
Maximum	67.693
Range	52.13
Interquartile range (IQR)	16.844

Descriptive statistics

Standard deviation	10.89885656
Coefficient of variation (CV)	0.3073511772
Kurtosis	-0.620011985
Mean	35.46059807
Median Absolute Deviation (MAD)	7.89
Skewness	0.5857897156
Sum	132161.649
Variance	118.7850743
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48.16	3	0.1%
22.065	3	0.1%
31.62	3	0.1%
22.268	3	0.1%
29.814	3	0.1%
22.299	3	0.1%
26.653	3	0.1%
34.428	3	0.1%
29.361	2	0.1%
50.315	2	0.1%
Other values (3516)	3699	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
15.563	1	< 0.1%
15.708	1	< 0.1%
17.261	1	< 0.1%
17.379	1	< 0.1%
17.458	1	< 0.1%
17.852	1	< 0.1%
18.037	1	< 0.1%
18.508	1	< 0.1%
18.609	1	< 0.1%
18.807	1	< 0.1%

Value	Count	Frequency (%)
67.693	1	< 0.1%
66.497	1	< 0.1%
66.378	1	< 0.1%
66.187	1	< 0.1%
65.727	1	< 0.1%
65.497	1	< 0.1%
65.457	1	< 0.1%
65.32	1	< 0.1%
65.084	1	< 0.1%
64.894	1	< 0.1%

MEANGBT
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	3642
Distinct (%)	97.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	101.5632949

Minimum	45.186
Maximum	206.782
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.2 KiB

Quantile statistics

Minimum	45.186
5-th percentile	66.8088
Q1	83.535
median	99.24
Q3	117.124
95-th percentile	143.2806
Maximum	206.782
Range	161.596
Interquartile range (IQR)	33.589

Descriptive statistics

Standard deviation	23.92764413
Coefficient of variation (CV)	0.2355934214
Kurtosis	0.1435954939
Mean	101.5632949
Median Absolute Deviation (MAD)	16.726
Skewness	0.501026583
Sum	378526.4
Variance	572.5321534
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
119.051	2	0.1%
126.221	2	0.1%
78.378	2	0.1%
95.617	2	0.1%
92.152	2	0.1%
72.359	2	0.1%
68.489	2	0.1%
108.553	2	0.1%
90.205	2	0.1%
132.626	2	0.1%
Other values (3632)	3707	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
45.186	1	< 0.1%
48.996	1	< 0.1%
49.915	1	< 0.1%
50.6	1	< 0.1%
50.83	1	< 0.1%
50.89	1	< 0.1%
51.164	1	< 0.1%
52.449	1	< 0.1%
53.113	1	< 0.1%
53.196	1	< 0.1%

Value	Count	Frequency (%)
206.782	1	< 0.1%
205.529	1	< 0.1%
200.758	1	< 0.1%
196.691	1	< 0.1%
193.42	1	< 0.1%
191.614	1	< 0.1%
191.242	1	< 0.1%
191.145	1	< 0.1%
190.827	1	< 0.1%
189.557	1	< 0.1%

MEANGBZ
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	3634
Distinct (%)	97.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	103.5715562

Minimum	50.904
Maximum	219.195
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.2 KiB

Quantile statistics

Minimum	50.904
5-th percentile	68.603
Q1	86.0255
median	101.719
Q3	118.6735
95-th percentile	144.3459
Maximum	219.195
Range	168.291
Interquartile range (IQR)	32.648

Descriptive statistics

Standard deviation	23.49111408
Coefficient of variation (CV)	0.2268104772
Kurtosis	0.3464542645
Mean	103.5715562
Median Absolute Deviation (MAD)	16.252
Skewness	0.5006567175
Sum	386011.19
Variance	551.8324409
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
83.916	3	0.1%
96.723	2	0.1%
104.008	2	0.1%
64.973	2	0.1%
109.484	2	0.1%
91.063	2	0.1%
82.68	2	0.1%
116.214	2	0.1%
107.274	2	0.1%
130.495	2	0.1%
Other values (3624)	3706	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50.904	1	< 0.1%
51.301	1	< 0.1%
51.805	1	< 0.1%
53.522	1	< 0.1%
54.297	1	< 0.1%
54.819	1	< 0.1%
54.931	1	< 0.1%
55.207	1	< 0.1%
55.832	1	< 0.1%
56.15	1	< 0.1%

Value	Count	Frequency (%)
219.195	1	< 0.1%
208.621	1	< 0.1%
206.557	1	< 0.1%
203.977	1	< 0.1%
202.915	1	< 0.1%
199.32	1	< 0.1%
197.34	1	< 0.1%
193.677	1	< 0.1%
192.901	1	< 0.1%
188.031	1	< 0.1%

MEANGBH
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	3612
Distinct (%)	96.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.44884545

Minimum	18.677
Maximum	130.434
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	29.2 KiB

Quantile statistics

Minimum	18.677
5-th percentile	25.1535
Q1	33.8225
median	45.056
Q3	57.1515
95-th percentile	73.1574
Maximum	130.434
Range	111.757
Interquartile range (IQR)	23.329

Descriptive statistics

Standard deviation	15.29266491
Coefficient of variation (CV)	0.3292367068
Kurtosis	0.0518707759
Mean	46.44884545
Median Absolute Deviation (MAD)	11.598
Skewness	0.5587486937
Sum	173114.847
Variance	233.8656001
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
59.126	3	0.1%
39.894	2	0.1%
64.824	2	0.1%
50.623	2	0.1%
39.587	2	0.1%
31.068	2	0.1%
62.978	2	0.1%
27.259	2	0.1%
31.467	2	0.1%
45.804	2	0.1%
Other values (3602)	3706	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18.677	1	< 0.1%
19.254	1	< 0.1%
20.129	1	< 0.1%
20.222	1	< 0.1%
20.662	1	< 0.1%
20.704	1	< 0.1%
20.817	1	< 0.1%
20.819	1	< 0.1%
20.882	1	< 0.1%
21.037	1	< 0.1%

Value	Count	Frequency (%)
130.434	1	< 0.1%
117.802	1	< 0.1%
115.328	1	< 0.1%
107.901	1	< 0.1%
106.911	1	< 0.1%
103.128	1	< 0.1%
99.7	1	< 0.1%
99.183	1	< 0.1%
97.728	1	< 0.1%
97.558	1	< 0.1%

MEANJZH
Real number (ℝ)

HIGH CORRELATION

Distinct	3722
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.0007557694714

Minimum	-0.05939588
Maximum	0.1036126
Zeros	0
Zeros (%)	0.0%
Negative	2049
Negative (%)	55.0%
Memory size	29.2 KiB

Quantile statistics

Minimum	-0.05939588
5-th percentile	-0.012572548
Q1	-0.003754355
median	-0.00053157
Q3	0.002523185
95-th percentile	0.009547276
Maximum	0.1036126
Range	0.16300848
Interquartile range (IQR)	0.00627754

Descriptive statistics

Standard deviation	0.008071851939
Coefficient of variation (CV)	-10.6803096
Kurtosis	17.87322259
Mean	-0.0007557694714
Median Absolute Deviation (MAD)	0.00311337
Skewness	0.8228456929
Sum	-2.81675282
Variance	6.515479373 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.00031938	2	0.1%
-0.00010763	2	0.1%
0.00025987	2	0.1%
-0.00114482	2	0.1%
-0.00568179	2	0.1%
-0.01200468	1	< 0.1%
-0.0015719	1	< 0.1%
-0.04449399	1	< 0.1%
-0.00344297	1	< 0.1%
-0.00380017	1	< 0.1%
Other values (3712)	3712	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.05939588	1	< 0.1%
-0.05228672	1	< 0.1%
-0.05206397	1	< 0.1%
-0.04665941	1	< 0.1%
-0.04449399	1	< 0.1%
-0.04302739	1	< 0.1%
-0.04204305	1	< 0.1%
-0.04162678	1	< 0.1%
-0.04133637	1	< 0.1%
-0.04025928	1	< 0.1%

Value	Count	Frequency (%)
0.1036126	1	< 0.1%
0.06282172	1	< 0.1%
0.06198784	1	< 0.1%
0.06173522	1	< 0.1%
0.057538	1	< 0.1%
0.05229899	1	< 0.1%
0.04805953	1	< 0.1%
0.04675806	1	< 0.1%
0.04638351	1	< 0.1%
0.046177	1	< 0.1%

TOTFY
Real number (ℝ)

HIGH CORRELATION

Distinct	3698
Distinct (%)	99.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	120.0135537

Minimum	-11180
Maximum	12939
Zeros	0
Zeros (%)	0.0%
Negative	1761
Negative (%)	47.2%
Memory size	29.2 KiB

Quantile statistics

Minimum	-11180
5-th percentile	-1878
Q1	-322.875
median	20.645
Q3	367.985
95-th percentile	2554.07
Maximum	12939
Range	24119
Interquartile range (IQR)	690.86

Descriptive statistics

Standard deviation	1522.091794
Coefficient of variation (CV)	12.6826658
Kurtosis	13.20272131
Mean	120.0135537
Median Absolute Deviation (MAD)	345.535
Skewness	1.143642014
Sum	447290.5147
Variance	2316763.428
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
295.4	2	0.1%
314.63	2	0.1%
-218.13	2	0.1%
-1206.1	2	0.1%
160.63	2	0.1%
-128.59	2	0.1%
129.11	2	0.1%
170.03	2	0.1%
-1179.4	2	0.1%
-290.06	2	0.1%
Other values (3688)	3707	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-11180	1	< 0.1%
-8844	1	< 0.1%
-8755.6	1	< 0.1%
-8743.7	1	< 0.1%
-8301.5	1	< 0.1%
-8082.8	1	< 0.1%
-7147.8	1	< 0.1%
-6981.3	1	< 0.1%
-6942.4	1	< 0.1%
-6831.6	1	< 0.1%

Value	Count	Frequency (%)
12939	1	< 0.1%
11707	1	< 0.1%
11613	1	< 0.1%
11598	1	< 0.1%
11080	1	< 0.1%
10649	1	< 0.1%
10275	1	< 0.1%
9880.8	1	< 0.1%
9668.3	1	< 0.1%
9425	1	< 0.1%

MEANJZD
Real number (ℝ)

HIGH CORRELATION

Distinct	3726
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0886788358

Minimum	-3.36693764
Maximum	17.72581291
Zeros	0
Zeros (%)	0.0%
Negative	1686
Negative (%)	45.2%
Memory size	29.2 KiB

Quantile statistics

Minimum	-3.36693764
5-th percentile	-0.471120278
Q1	-0.126281105
median	0.02914014
Q3	0.244345515
95-th percentile	0.811101128
Maximum	17.72581291
Range	21.09275055
Interquartile range (IQR)	0.37062662

Descriptive statistics

Standard deviation	0.5486924414
Coefficient of variation (CV)	6.18741142
Kurtosis	294.866162
Mean	0.0886788358
Median Absolute Deviation (MAD)	0.17915632
Skewness	9.959459497
Sum	330.506021
Variance	0.3010633952
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.1947298	2	0.1%
1.69761944	1	< 0.1%
-0.10568362	1	< 0.1%
-3.36693764	1	< 0.1%
-0.27760413	1	< 0.1%
0.79992563	1	< 0.1%
-0.46895835	1	< 0.1%
0.96124893	1	< 0.1%
0.61828393	1	< 0.1%
-0.32298315	1	< 0.1%
Other values (3716)	3716	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.36693764	1	< 0.1%
-2.45402193	1	< 0.1%
-2.38055658	1	< 0.1%
-2.31130362	1	< 0.1%
-2.21284676	1	< 0.1%
-2.19262218	1	< 0.1%
-2.17257643	1	< 0.1%
-2.02210832	1	< 0.1%
-1.90442765	1	< 0.1%
-1.86307824	1	< 0.1%

Value	Count	Frequency (%)
17.72581291	1	< 0.1%
6.05935192	1	< 0.1%
4.22536993	1	< 0.1%
4.04114199	1	< 0.1%
3.90825009	1	< 0.1%
3.32832098	1	< 0.1%
3.16627741	1	< 0.1%
3.08185554	1	< 0.1%
2.79370689	1	< 0.1%
2.62591124	1	< 0.1%

MEANALP
Real number (ℝ)

HIGH CORRELATION

Distinct	3726
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.001858404795

Minimum	-0.23765036
Maximum	0.49365297
Zeros	0
Zeros (%)	0.0%
Negative	2049
Negative (%)	55.0%
Memory size	29.2 KiB

Quantile statistics

Minimum	-0.23765036
5-th percentile	-0.032510615
Q1	-0.01113199
median	-0.00171816
Q3	0.007952435
95-th percentile	0.025642511
Maximum	0.49365297
Range	0.73130333
Interquartile range (IQR)	0.019084425

Descriptive statistics

Standard deviation	0.02191345819
Coefficient of variation (CV)	-11.791542
Kurtosis	77.72673645
Mean	-0.001858404795
Median Absolute Deviation (MAD)	0.0095244
Skewness	2.624354035
Sum	-6.92627467
Variance	0.0004801996496
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.01144281	2	0.1%
-0.03137668	1	< 0.1%
-0.00615144	1	< 0.1%
0.00864092	1	< 0.1%
-0.0839202	1	< 0.1%
-0.00721308	1	< 0.1%
-0.00535482	1	< 0.1%
-0.01830573	1	< 0.1%
-0.01100984	1	< 0.1%
-0.01145902	1	< 0.1%
Other values (3716)	3716	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.23765036	1	< 0.1%
-0.19445741	1	< 0.1%
-0.13182224	1	< 0.1%
-0.11515153	1	< 0.1%
-0.11455698	1	< 0.1%
-0.10459439	1	< 0.1%
-0.09093495	1	< 0.1%
-0.08602192	1	< 0.1%
-0.08495778	1	< 0.1%
-0.08481566	1	< 0.1%

Value	Count	Frequency (%)
0.49365297	1	< 0.1%
0.10919496	1	< 0.1%
0.10662124	1	< 0.1%
0.1034208	1	< 0.1%
0.10262258	1	< 0.1%
0.0992003	1	< 0.1%
0.0986976	1	< 0.1%
0.09533121	1	< 0.1%
0.09283589	1	< 0.1%
0.08979587	1	< 0.1%

TOTFX
Real number (ℝ)

HIGH CORRELATION

Distinct	3679
Distinct (%)	98.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1306.67628

Minimum	-23612
Maximum	21694
Zeros	0
Zeros (%)	0.0%
Negative	3080
Negative (%)	82.6%
Memory size	29.2 KiB

Quantile statistics

Minimum	-23612
5-th percentile	-6364.54
Q1	-2414
median	-955.38
Q3	-234.32
95-th percentile	2966.6
Maximum	21694
Range	45306
Interquartile range (IQR)	2179.68

Descriptive statistics

Standard deviation	3139.100459
Coefficient of variation (CV)	-2.402355126
Kurtosis	9.706714394
Mean	-1306.67628
Median Absolute Deviation (MAD)	924.554
Skewness	0.274346496
Sum	-4869982.495
Variance	9853951.69
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1099.4	3	0.1%
-1253.3	2	0.1%
-2273.1	2	0.1%
-4065.9	2	0.1%
-3253.3	2	0.1%
-1816.3	2	0.1%
-1711.6	2	0.1%
-820.68	2	0.1%
-1875.9	2	0.1%
-2726.3	2	0.1%
Other values (3669)	3706	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-23612	1	< 0.1%
-23575	1	< 0.1%
-23175	1	< 0.1%
-21337	1	< 0.1%
-18783	1	< 0.1%
-18670	1	< 0.1%
-15291	1	< 0.1%
-14152	1	< 0.1%
-14000	1	< 0.1%
-13988	1	< 0.1%

Value	Count	Frequency (%)
21694	1	< 0.1%
21671	1	< 0.1%
20736	1	< 0.1%
20411	1	< 0.1%
20099	1	< 0.1%
16527	1	< 0.1%
15789	1	< 0.1%
15246	1	< 0.1%
15065	1	< 0.1%
14079	1	< 0.1%

EPSY
Real number (ℝ)

HIGH CORRELATION

Distinct	2081
Distinct (%)	55.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.002804266166

Minimum	-0.2915
Maximum	0.2637
Zeros	2
Zeros (%)	0.1%
Negative	1964
Negative (%)	52.7%
Memory size	29.2 KiB

Quantile statistics

Minimum	-0.2915
5-th percentile	-0.13591
Q1	-0.04895
median	-0.0045
Q3	0.04295
95-th percentile	0.1286
Maximum	0.2637
Range	0.5552
Interquartile range (IQR)	0.0919

Descriptive statistics

Standard deviation	0.07837025436
Coefficient of variation (CV)	-27.94679596
Kurtosis	0.7668710467
Mean	-0.002804266166
Median Absolute Deviation (MAD)	0.046
Skewness	0.03915304182
Sum	-10.4515
Variance	0.006141896769
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.0214	7	0.2%
-0.0506	7	0.2%
0.0923	7	0.2%
-0.0416	7	0.2%
-0.0377	7	0.2%
-0.0743	6	0.2%
0.0499	6	0.2%
-0.0197	6	0.2%
0.0043	6	0.2%
-0.0183	6	0.2%
Other values (2071)	3662	98.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.2915	1	< 0.1%
-0.2749	1	< 0.1%
-0.2703	1	< 0.1%
-0.2665	1	< 0.1%
-0.2632	1	< 0.1%
-0.2621	1	< 0.1%
-0.2619	1	< 0.1%
-0.2615	1	< 0.1%
-0.2597	1	< 0.1%
-0.2564	1	< 0.1%

Value	Count	Frequency (%)
0.2637	1	< 0.1%
0.26	1	< 0.1%
0.2586	1	< 0.1%
0.2565	1	< 0.1%
0.2448	1	< 0.1%
0.2442	1	< 0.1%
0.2413	2	0.1%
0.2402	1	< 0.1%
0.2382	1	< 0.1%
0.2376	1	< 0.1%

EPSX
Real number (ℝ)

HIGH CORRELATION

Distinct	2334
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.118742125

Minimum	-0.3098
Maximum	0.3051
Zeros	0
Zeros (%)	0.0%
Negative	647
Negative (%)	17.4%
Memory size	29.2 KiB

Quantile statistics

Minimum	-0.3098
5-th percentile	-0.15138
Q1	0.0675
median	0.1525
Q3	0.21155
95-th percentile	0.26444
Maximum	0.3051
Range	0.6149
Interquartile range (IQR)	0.14405

Descriptive statistics

Standard deviation	0.1270010771
Coefficient of variation (CV)	1.069553682
Kurtosis	0.5000576239
Mean	0.118742125
Median Absolute Deviation (MAD)	0.0673
Skewness	-1.101499214
Sum	442.5519
Variance	0.01612927358
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1921	7	0.2%
0.1357	7	0.2%
0.1992	6	0.2%
0.2609	6	0.2%
0.165	6	0.2%
0.2254	6	0.2%
0.1217	6	0.2%
0.22	6	0.2%
0.1647	5	0.1%
0.1531	5	0.1%
Other values (2324)	3667	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.3098	1	< 0.1%
-0.2964	1	< 0.1%
-0.2955	1	< 0.1%
-0.2919	1	< 0.1%
-0.2912	1	< 0.1%
-0.2839	1	< 0.1%
-0.2833	1	< 0.1%
-0.2795	1	< 0.1%
-0.2771	1	< 0.1%
-0.2769	1	< 0.1%

Value	Count	Frequency (%)
0.3051	1	< 0.1%
0.3037	1	< 0.1%
0.3029	1	< 0.1%
0.3011	1	< 0.1%
0.2987	1	< 0.1%
0.2967	1	< 0.1%
0.2957	2	0.1%
0.2955	1	< 0.1%
0.2952	1	< 0.1%
0.295	2	0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	T_REC	Longitude	Latitude	TOTUSJH	TOTBSQ	TOTPOT	TOTUSJZ	ABSNJZH	SAVNCPP	USFLUX	AREA_ACR	TOTFZ	MEANPOT	R_VALUE	EPSZ	SHRGT45	MEANSHR	MEANGAM	MEANGBT	MEANGBZ	MEANGBH	MEANJZH	TOTFY	MEANJZD	MEANALP	TOTFX	EPSY	EPSX
0	2010-05-01 23:48:00	28	15	64.266	2.114200e+09	3.596094e+21	1.204115e+12	13.145	9.928427e+11	7.739207e+20	84.971283	114.6300	2472.887	0.000	0.1028	5.114	22.459	33.214	159.145	160.266	76.708	-0.012005	-349.330	1.697619	-0.031377	285.800	0.1567	-0.1282
1	2010-05-02 23:48:00	15	16	37.787	1.392500e+09	1.230179e+21	7.821382e+11	6.576	6.830595e+11	4.664249e+20	75.816551	145.9900	1321.411	0.000	0.1989	1.284	17.857	29.207	152.084	158.553	66.027	-0.009381	-216.800	1.823444	-0.032041	7.220	0.1477	-0.0049
2	2010-05-03 23:48:00	38	16	109.597	2.105100e+09	7.247206e+21	2.210139e+12	1.796	6.538775e+11	2.021575e+21	38.578773	-442.4100	1712.285	2.564	-0.3986	3.201	22.242	28.947	102.453	102.625	39.314	0.000564	-102.160	-0.383748	0.001854	-470.040	0.0460	0.2118
3	2010-05-04 23:48:00	52	18	128.469	3.523700e+09	1.099354e+22	2.681991e+12	7.659	8.125700e+11	4.019364e+21	41.903934	-1047.9000	1359.723	2.401	-0.5641	2.119	18.509	26.175	73.740	75.418	32.220	0.001258	-57.042	-0.249516	0.004048	-548.550	0.0154	0.1476
4	2010-05-05 08:36:00	42	32	26.895	1.405700e+09	1.338355e+21	5.681022e+11	8.663	7.032262e+11	6.483941e+20	13.434425	-276.6500	1031.488	0.000	-0.3733	0.000	17.215	20.541	106.522	106.434	32.587	0.008876	205.970	-1.344791	0.030971	-312.130	-0.1390	0.2106
5	2010-05-05 12:00:00	24	15	9.356	1.653600e+09	4.251937e+20	2.276550e+11	2.861	2.372574e+11	1.485725e+20	9.962355	92.8110	1194.646	0.000	0.1065	0.000	19.976	26.367	120.866	119.573	39.805	-0.010674	-190.030	1.654517	-0.054418	-400.760	0.1090	0.2299
6	2010-05-05 23:48:00	7	26	27.128	6.617800e+08	1.269460e+21	6.105195e+11	4.565	5.181749e+11	3.618997e+20	28.461317	-3.3907	1620.147	0.000	-0.0097	2.203	21.651	27.165	148.871	149.501	50.855	-0.007738	119.540	1.641046	-0.030531	-125.170	-0.1713	0.1794
7	2010-05-06 20:48:00	8	21	16.453	3.401900e+08	7.953576e+20	4.289440e+11	4.199	3.253837e+11	1.620087e+20	14.144298	1.7887	1996.312	2.090	0.0100	8.000	28.153	29.526	141.125	142.778	56.633	-0.013996	-67.429	-0.355175	-0.069079	-67.614	0.1880	0.1885
8	2010-05-06 23:36:00	22	26	14.374	7.804400e+08	9.144549e+20	3.540931e+11	1.009	2.236963e+11	3.281642e+20	15.213446	-55.5430	1181.085	0.000	-0.1350	1.372	21.360	26.191	112.426	112.850	35.322	0.001731	95.807	0.716613	0.008148	-202.130	-0.1164	0.2456
9	2010-05-06 23:48:00	13	23	220.188	3.461700e+09	1.265899e+22	5.162447e+12	0.858	1.342242e+12	3.219149e+21	261.098694	-227.2500	1759.331	2.286	-0.1245	5.242	23.816	29.354	129.146	129.643	51.252	-0.000158	-845.820	0.462673	-0.000666	28.435	0.2317	-0.0078

Last rows

	T_REC	FlareNumber	Longitude	Latitude	TOTUSJH	TOTBSQ	TOTPOT	TOTUSJZ	ABSNJZH	SAVNCPP	USFLUX	AREA_ACR	TOTFZ	MEANPOT	R_VALUE	EPSZ	SHRGT45	MEANSHR	MEANGAM	MEANGBT	MEANGBZ	MEANGBH	MEANJZH	TOTFY	MEANJZD	MEANALP	TOTFX	EPSY	EPSX
3717	2017-09-05 11:48:00	1	30	9	6084.488	6.484300e+10	1.379448e+24	8.354383e+13	2742.282	8.088022e+13	3.766002e+22	1506.788452	-1232.7	19804.12	5.236	-0.0361	53.726	48.791	56.076	107.995	126.669	75.674	-0.052287	2182.5	0.126613	-0.084816	-3349.9	-0.0319	0.0490
3718	2017-09-06 14:12:00	1	45	9	7658.439	8.158100e+10	1.681729e+24	9.844507e+13	3780.548	9.495076e+13	4.852573e+22	1723.304688	-3020.7	19894.11	5.300	-0.0702	42.953	43.423	49.796	107.504	119.565	74.411	-0.059396	4298.3	-0.216877	-0.090935	-6432.8	-0.0500	0.0748
3719	2017-09-07 02:12:00	1	58	9	6994.746	8.596400e+10	1.594555e+24	8.662567e+13	2815.623	7.783460e+13	5.394734e+22	1774.866089	-6937.4	17928.07	5.139	-0.1531	40.919	41.562	47.478	95.617	109.521	63.184	-0.042043	4976.5	-0.231624	-0.060070	-7314.1	-0.0549	0.0807
3720	2017-09-07 03:36:00	1	58	9	6497.168	8.531500e+10	1.589243e+24	8.422945e+13	2840.582	7.891487e+13	5.369119e+22	1790.221191	-6581.9	18125.73	5.124	-0.1463	40.420	41.563	47.114	97.401	111.576	63.218	-0.043027	4313.7	-0.200144	-0.061864	-7290.6	-0.0480	0.0810
3721	2017-09-07 06:12:00	1	58	9	6449.120	8.326400e+10	1.570976e+24	8.537653e+13	2919.786	8.247506e+13	5.534532e+22	1870.376953	-6654.7	16864.47	5.158	-0.1516	38.226	40.714	46.265	95.427	109.072	60.801	-0.041627	4167.4	-0.085200	-0.064565	-7497.4	-0.0475	0.0854
3722	2017-09-07 15:00:00	1	58	9	5769.701	7.859000e+10	1.449073e+24	8.285670e+13	2579.513	7.062008e+13	5.622430e+22	1904.648193	-7467.4	15075.06	5.047	-0.1802	35.955	39.751	45.438	91.245	104.540	56.592	-0.035639	3494.6	-0.159696	-0.059097	-7805.5	-0.0422	0.0942
3723	2017-09-07 23:24:00	1	58	9	5522.014	7.859300e+10	1.307202e+24	7.869333e+13	1810.464	4.244859e+13	5.956309e+22	1840.076782	-9851.2	13102.07	4.874	-0.2378	31.399	36.772	42.856	86.031	99.375	53.054	-0.024100	3508.8	-0.065194	-0.040032	-7381.5	-0.0423	0.0891
3724	2017-09-08 04:12:00	1	70	9	5562.046	7.901800e+10	1.324064e+24	7.924306e+13	1588.055	3.736212e+13	5.949862e+22	1863.613525	-10090.0	13551.76	4.854	-0.2422	31.738	37.042	43.021	88.569	104.689	54.267	-0.021587	3518.2	-0.099056	-0.035159	-7190.8	-0.0422	0.0863
3725	2017-09-08 10:48:00	1	70	9	5072.454	7.555800e+10	1.292672e+24	7.544420e+13	1190.330	2.599231e+13	5.917355e+22	1859.951904	-9502.1	12621.92	4.831	-0.2385	31.631	36.983	43.638	81.764	97.597	50.309	-0.015436	2879.6	-0.127479	-0.027490	-7216.3	-0.0361	0.0906
3726	2017-09-08 22:00:00	1	70	9	4000.937	7.261200e+10	1.162882e+24	6.169161e+13	807.002	1.945459e+13	6.010767e+22	1806.071777	-10437.0	11281.48	4.689	-0.2726	30.712	36.174	42.094	71.229	83.605	44.017	-0.010398	2063.6	-0.109603	-0.019149	-7492.6	-0.0270	0.0979

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Other Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows